Subject description - XP35CCM1

Summary of Study | Summary of Branches | All Subject Groups | All Subjects | List of Roles | Explanatory Notes               Instructions
XP35CCM1 Cooperative control of multi-agent systems
Roles:PV, S Extent of teaching:2P+2C
Department:13135 Language of teaching:EN
Guarantors:Hengster-Movric K. Completion:ZK
Lecturers:Hengster-Movric K. Credits:4
Tutors:Hengster-Movric K. Semester:

Anotation:

Cooperative distributed control is a relatively novel and rapidly developing area of control theory and engineering. Instead of centralized, large systems are considered composed of autonomous subsystems, with local computation and communication capabilities. The broad aim is solving classical problems e.g. stabilization, tracking, estimation and optimization, via local communication and team cooperation robust to changes in communication topology and disturbance. Relevant topics of classical control theory are revisited and a brief review of background mathematics needed for the course is also provided. The potential use of multi-agent cooperation in challenging applications involving environment to be controlled or observed is discussed. Theory: Review of qualitative properties of dynamical systems, Motivation for distributed multi-agent systems, Elements of algebraic graph theory, Distributed estimation and control, Consensus and synchronization of linear/nonlinear, continuous/discrete-time systems, Cooperative stability, optimality and robustness, Distributed optimization: multi-player game theory, Interactions with environment.

Course outlines:

Exercises outline:

Literature:

Literature: Journal papers displayed in the on-line course website. Supplementary literature: the book Cooperative Control of Multi-agent systems: Optimal and Adaptive Design Approaches, authors: Lewis, F.L., Zhang, H., Hengster-Movric, K., Das, A.

Requirements:

Subject is included into these academic programs:

Program Branch Role Recommended semester
DOKP Common courses S
DOKK Common courses S
DKYR_2020 Common courses PV


Page updated 16.6.2024 17:52:04, semester: Z,L/2023-4, Z/2024-5, Send comments about the content to the Administrators of the Academic Programs Proposal and Realization: I. Halaška (K336), J. Novák (K336)